waterfall-blueprint
Use to design provider sequences, throttling logic, and credit policies for enrichment waterfalls.
Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security
Installation for Agentic Skill
View all platforms →skilz install gtmagents/gtm-agents/waterfall-blueprint skilz install gtmagents/gtm-agents/waterfall-blueprint --agent opencode skilz install gtmagents/gtm-agents/waterfall-blueprint --agent codex skilz install gtmagents/gtm-agents/waterfall-blueprint --agent gemini
First time? Install Skilz: pip install skilz
Works with 22+ AI coding agents
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/gtmagents/gtm-agents cp -r gtm-agents/plugins/data-signal-enrichment/skills/waterfall-blueprint ~/.claude/skills/ Need detailed installation help? Check our platform-specific guides:
Related Agentic Skills
opencode-cli
by SpillwaveSolutionsThis skill should be used when configuring or using the OpenCode CLI for headless LLM automation. Use when the user asks to "configure opencode", "use...
backtesting-frameworks
by wshobsonBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when de...
cost-optimization
by wshobsonOptimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, an...
event-store-design
by wshobsonDesign and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or im...
Agentic Skill Details
- Repository
- gtm-agents
- Type
- Technical
- Meta-Domain
- cloud infrastructure
- Primary Domain
- terraform
- Market Score
- 28.6
Agent Skill Grade
D
Score: 62/100
Click to see breakdown
Score Breakdown
Areas to Improve
- No trigger phrases
- Templates are mentioned but not provided as reference files, violating layered structure
- Framework lacks validation steps; no guidance on testing waterfall logic before deployment
Recommendations
- Focus on improving Pda (currently 15/30)
- Focus on improving Utility (currently 10/20)
- Address 2 high-severity issues first
Graded: 1/24/2026
Developer Feedback
Found your waterfall-blueprint skill while reviewing some project planning tools—the structural approach to breaking down complex deliverables is solid, though I think there's room to tighten up how you're guiding developers through the decision points.
Links:
The TL;DR
You're at 62/100, which puts you in D territory. This is based on Anthropic's skills best practices framework. Your strongest area is Spec Compliance (11/15)—the YAML frontmatter is clean and you've got the naming conventions right. The biggest drag is Utility (10/20) and Progressive Disclosure Architecture (15/30)—there's conceptual value here, but developers need more actionable guidance and concrete templates to actually use this.
What's Working Well
- Clean metadata structure – Your YAML frontmatter is valid and follows conventions, which makes the skill discoverable
- Conceptual framework is sound – The 5-step waterfall breakdown (Goal & Constraints → Design → Implementation → Testing → Versioning) is a logical flow that makes sense for enrichment routing
- Specific domain focus – You're targeting a real problem (provider sequences, throttling, credit policies), not some vague generic task
- grep-friendly formatting – The structure scores points for being easy to parse and navigate
The Big One: Missing Reference Files and Templates
Here's what's holding you back the most: you mention templates in your "Templates" section, but they don't actually exist. You list:
- Waterfall diagram (sequence, inputs, outputs, fallback paths)
- Routing table (provider, criteria, cost, notes)
- Change log with owners + rationale
But none of these are provided. This violates the layered Progressive Disclosure Architecture pattern—detailed content should live in separate reference files, not buried in the main SKILL.md.
The fix: Create a references/ folder with:
references/waterfall-diagram-template.md– actual example diagramreferences/routing-table-template.md– sample routing table with real columnsreferences/changelog-template.md– format example
This alone could add 8 points and solve your PDA problem in one go.
Other Things Worth Fixing
Add validation/testing step – Your framework stops at "Versioning," but developers need guidance on validating that the waterfall logic actually works. Add a Step 6 covering test records, fallback path verification, and latency checks against SLA.
Trigger phrases are weak – Your description says "Use to design provider sequences" but doesn't include the actual language developers would use like "design enrichment waterfall," "configure provider routing," or "troubleshoot enrichment failures." Add these to the description metadata—it'll help with discoverability.
Framework needs procedural steps – Right now it's conceptual. Instead of "Goal & Constraints – define enrichment type, data requirements..." make it concrete: "1. List required data fields (email, phone, title). 2. Set max credits per record (e.g., 5). 3. Define latency SLA (e.g., <2s)."
Tighten the Tips section – "Pair with provider-scorecard to continuously optimize routing" is a bit hand-wavy. Be specific: "Run provider-scorecard weekly; adjust routing if success rates change >5%."
Quick Wins
- Create
references/folder with 3 actual templates → +8 points, fixes PDA - Add Step 6: Testing to the framework → +4 points, fixes Utility gap
- Rewrite description with trigger phrases → +2 points, improves discoverability
- Convert framework to numbered procedures with concrete examples → +3 points, way more actionable
Focus on the templates first—that's where the bang for your buck is.
Checkout your skill here: SkillzWave.ai | SpillWave We have an agentic skill installer that install skills in 14+ coding agent platforms. Check out this guide on how to improve your agentic skills.
Browse Category
More cloud infrastructure Agentic SkillsReport Security Issue
Found a security vulnerability in this agent skill?